Enterprise AI Adoption Enters a New Phase as Companies Shift Focus From Access to ROI

For the past two years, enterprises have encouraged employees to adopt AI tools at scale. Now, some of the biggest corporate users of AI are introducing limits, usage controls, and cost-management frameworks, signalling a shift from widespread experimentation to measurable business value.